PLeak: Prompt Leaking Attacks against Large Language Model Applications

PLeak: Prompt Leaking Attacks against Large Language Model Applications

10 May 2024

Philippe Burlina

Papers citing "PLeak: Prompt Leaking Attacks against Large Language Model Applications"

16 / 16 papers shown

Title
LLMs' Suitability for Network Security: A Case Study of STRIDE Threat Modeling AbdulAziz AbdulGhaffar Ashraf Matrawy 28 0 0 07 May 2025
DMRL: Data- and Model-aware Reward Learning for Data Extraction Zhiqiang Wang Ruoxi Cheng 31 0 0 07 May 2025
Deep Learning-based Intrusion Detection Systems: A Survey Zhiwei Xu Yujuan Wu Shiheng Wang Jiabao Gao Tian Qiu Ziqi Wang Hai Wan Xibin Zhao 26 1 0 10 Apr 2025
ASIDE: Architectural Separation of Instructions and Data in Language Models Egor Zverev Evgenii Kortukov Alexander Panfilov Soroush Tabesh Alexandra Volkova Sebastian Lapuschkin Wojciech Samek Christoph H. Lampert AAML 54 1 0 13 Mar 2025
Has My System Prompt Been Used? Large Language Model Prompt Membership Inference Roman Levin Valeriia Cherepanova Abhimanyu Hans Avi Schwarzschild Tom Goldstein 152 1 0 14 Feb 2025
An Empirically-grounded tool for Automatic Prompt Linting and Repair: A Case Study on Bias, Vulnerability, and Optimization in Developer Prompts Dhia Elhaq Rzig Dhruba Jyoti Paul Kaiser Pister Jordan Henkel Foyzul Hassan 80 0 0 21 Jan 2025
Reconstruction of Differentially Private Text Sanitization via Large Language Models Shuchao Pang Zhigang Lu Haoran Wang Peng Fu Yongbin Zhou Minhui Xue AAML 58 4 0 16 Oct 2024
The Early Bird Catches the Leak: Unveiling Timing Side Channels in LLM Serving Systems Linke Song Zixuan Pang Wenhao Wang Zihao Wang XiaoFeng Wang Hongbo Chen Wei Song Yier Jin Dan Meng Rui Hou 56 7 0 30 Sep 2024
PROMPTFUZZ: Harnessing Fuzzing Techniques for Robust Testing of Prompt Injection in LLMs Jiahao Yu Yangguang Shao Hanwen Miao Junzheng Shi SILM AAML 71 4 0 23 Sep 2024
Optimization-based Prompt Injection Attack to LLM-as-a-Judge Jiawen Shi Zenghui Yuan Yinuo Liu Yue Huang Pan Zhou Lichao Sun Neil Zhenqiang Gong AAML 45 39 0 26 Mar 2024
Stealing the Decoding Algorithms of Language Models A. Naseh Kalpesh Krishna Mohit Iyyer Amir Houmansadr MLAU 56 20 0 08 Mar 2023
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 243 1,919 0 31 Dec 2020
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 290 1,815 0 14 Dec 2020
Stealing Links from Graph Neural Networks Xinlei He Jinyuan Jia Michael Backes Neil Zhenqiang Gong Yang Zhang AAML 63 168 0 05 May 2020
How Can We Accelerate Progress Towards Human-like Linguistic Generalization? Tal Linzen 220 188 0 03 May 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 417 2,588 0 03 Sep 2019